Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

A tool that applies rubber duck debugging techniques to AI development environments.

Fetch metadata for Ruby gems from the rubygems.org API.

Fetches comprehensive information about Ruby gems from RubyGems.org, including READMEs, metadata, and search functionality.

A Ruby client for the Model Context Protocol (MCP), enabling integration with external tools and services via a standardized protocol.

Customer data pipeline inspection, debugging, and configuration changes from tools like Claude Desktop and Cursor

Detects potential risks in Solana meme tokens to help avoid rug pulls and unsafe projects.

Integrates with Runbook to allow listing, reading, and searching over documents.

Interact with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices and player hiscores.

Incident management MCP server. Acknowledge, escalate, page, and resolve incidents, check on-call, manage services, postmortems, and teams from any MCP client.

runn.io MCP Server

Interact with the RunPod REST API to manage cloud GPU resources.

Generate images and videos using the Runway API.

Interact with the RunwayML and Luma AI APIs for video and image generation tasks.

MCP server for RustChain Proof-of-Antiquity blockchain and BoTTube AI video platform — 14 tools for wallet management, mining stats, video operations, and agent-to-agent job marketplace.

Query up-to-date documentation for Rust crates.

Fetches Rust crate documentation from docs.rs using the rustdoc JSON API.

Execute, debug, and visualize RxJS streams directly from AI assistants like Claude.

36 enterprise MCP tools for AWS security, infrastructure generation, AI workflows, and AI agent governance.

A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored on S3.

Provides tools for interacting with AWS S3 buckets.

Provides tools for interacting with AWS S3 buckets.

Find SaaS tools and alternatives

Find buying signals for companies and contacts

Access academic grades from the Sakarya University SABIS system via automated web scraping.

A framework for bias-aware code retrieval using semantic-augmented reranking and localization.

Real-time malicious package protection for AI coding agents

A test server demonstrating all features of the MCP protocol, including prompts, tools, resources, and sampling.

A tool for safely executing local Python code without requiring external data files.

Ask natural language questions about your SafetyCulture data using the SafetyCulture API.

A Jira-like project tracker for AI agents — epics, tasks, dependencies, and dashboards, all in local SQLite with zero setup.